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DevSecOps工程師 @巨展數位科技2023 ~ Sekarang
・
架構師、技術主管、DevOps(DevSecOps,DataOps,MLOps)
Dalam satu bulan
Delivery ,CD)進而將軟體開發過程的活動透過自動化導入更能夠以敏捷完成。因而目前研究主題除原機器學習中的監督學習（Supervised learning）、非監督學習（unsupervised learning）、半監督學習（Semi-supervised learning）、強化學習（Reinforcement learning）。另外機器學習相關軟體工程中的DataOps與MLOps感到興趣。在持續訓練(Continuous training
Sudah bekerja
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Siap untuk wawancara
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淡江大學-資訊工程所-博士班
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資訊工程所
資深經理 @緯創資通2021 ~ Sekarang
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Technical Manager
Dalam enam bulan
林昭源 (Leo Lin) 1. Two years of management experience. 2. More than 10 years of computer vision and deep learning/software architecture development experience. 3. Programming experience using python. 4. Good paper reading ability and practical ability 5. Familiar with computer vision, deep learning (CNN, Resnet, densnet, GAN), object detection (Yolo series, RCNN series), segmentation models (UNet, DensUNet). 6. Experience in semi-supervised or unsupervised learning (pesudo labeling, Voxmorph model). 7. Experience with Docker, Git, Jenkins DevOps. Education: National Taiwan University of Science and
Sudah bekerja
Full-time / Tertarik bekerja jarak jauh
10-15 tahun
National Taiwan University of Science and Technology
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Master's degree Computer Science and Information Engineering
Performance Analyst @Ericsson2014 ~ 2016
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Data Scientist
Dalam enam bulan
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
University of Southampton
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Actuarial Science (1st class degree)
Data Engineer / Scientist @MediaTek Inc.2019 ~ Sekarang
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AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Dalam satu bulan
工作經歷 Data Engineer / Scientist MediaTek Inc. • 2019/07 - Present 協助晶片設計 提升產品效能 透過 regression model 改善控制手機溫度控制機制，溫度 誤差 < 1C 透過 unsupervised learning 精確分貨，多救回過去誤分的 5% 高階晶片 建立 PB-level data warehouse 降低 20% 功耗 並提升手機效能 ( 14K Antutu Score ) 協助晶片開發掌握新製
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4-6 tahun
National Chiao Tung University
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Computer ScienceData Scientist | Associate Researcher @China Engineering Consultants, Inc.2020 ~ Sekarang
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資料分析師
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6-10 tahun
國立東華大學(National Dong Hwa University)
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應用數學研究所資深軟體工程師 @孚創雲端2015 ~ Sekarang
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Data Scientist
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10-15 tahun
Imperial College London
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天文物理博士
Senior AI Research/Engineer (part-time) @NeuroBonic Inc.2022 ~ 2023
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AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Dalam satu bulan
Processing (SciPy, Librosa), Deep Learning (PyTorch), Project Management Master's Degree, Computer Science and Engineering Education National Yang-Ming Chiao Tung University (NYCU) • JulySeptember 2023 Advisor : Dr. Vincent S. Tseng 曾新穆 (Chair professor, CSIE, NYCU.) Thesis : Self-supervised pulse-aware and interpretable disentangled ECG representation learning. Proposed a self-supervised learning framework with two-fold training efficiency compared to the existing methods. The proposed framework offers a clinically interpretable representation , a crucial aspect in clinical applications. I proactively organized a regular research study group with other lab members to progress our research
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Terbuka untuk peluang
Full-time / Tertarik bekerja jarak jauh
4-6 tahun
National Yang Ming Chiao Tung University
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Computer Science
Algorithm R&D Engineer @Masterwork Aoitek Tech Corp Ltd., Taipei City, Taiwan2019 ~ 2020
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deep learning/machine learning/computer vision/software engineer
Lebih dari satu tahun
apply better solutions. Taipei City, Taiwan [email protected] Portfolio Skills Tech Stack Tensor Flow Android Linux Python Java Certification Coursera - Deep Learning DeepLearning.AI TensorFlow Developer Work Experience AI Engineer (Deputy Section Manager) Compal Electronics, Inc., Taipei City, Taiwan • Apr 2020 — May 2021 Machine Learning • Pixsee Baby Camera a. Face detection and attributes(age, gender, etc.) model training for the "Baby Bubble Tree" service. b. Object detection model training and image-based product recommendations. c. People search with unsupervised clustering . d. Model Interpretability and embedding visualization
Full-time / Tertarik bekerja jarak jauh
6-10 tahun
National Cheng Kung University
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MUHAMMAD YASIR
Senior Data Engineer • Lahore, Pakistan • [email protected] • +923351438303
I am an Electrical Engineer turned Data Engineer who loves to extract Meaning out of Raw, Un-clean and Un-formatted Data, for the end user to run their reports.
Skills
DBMS
MS SQL Server - MySql - PostgreSQL - Mongo DB, Appache Cassandra
BI Stack
SSAS - SSRS - SSIS - Dax-Studio
Data Visualisation
Tableau - Power BI - Matplotlib - Searborn - Plotly-
ETLs
Pymongo - Pyodbc, Pentaho
Data Streaming
Apache Kafka , Apache Airflow
Others
Excel : VBA, Macros, Pivot tables
Education
Lahore University of Management Sciences :
BS Electrical Engineering, 2013 -2017
Udacity :
Intro to Machine Learning Using Pytorch
Nanodegree Program, June 2020 - August 2020
Projects
Data-Visualization-on-GHCN-Weather-Reports
Visualisations on GHCN's weather data using Matplotlib to observe Temperature Variations in Ann Arbor Michigan.
Identifying-Customer-Segments-an-Unsupervised-Learning-Approach
Clustering Techniques using Sickit learn to Identify Customer Segmentation for a german mail order sales company.
Finding-Donors-For-CharityML
Supervised Learning Algorithms to classify potentials donors to a Charity.
Image-Classification-using-Deep-Learning-in-Pytorch
Using Vgg-16 to train an image classifier to recognise different species of flowers.
Hypothesis-Testing-Using-Pandas-and-SciPy
Using SciPy T-Test to test whether university Town mean pricing is less affected by a recession.
Computer-Vision-Haar-Classifiers
Face Detection on Newspaper Articles using Haar-Cascade Classifiers.
Work Experience
Senior Data/Analytics Engineer- SSI - March 2023 - Present
- Development of Serverless/AWS lambda jobs and api endpoints to serve realtime data to end users.
- Stored Procedures and Ingestion pipelines written for Singlestore db for Big Data Migration.
Senior Business Intelligence Developer - Jeeny - Dec 2020 - Feb 2023
- Development of custom Pythonic ETL pipelines to fetch data from Mongodb clusters, Bigquery and Mysql dbs.
- Developed a Campagin Management Cube using Dax Studio and SSAS module to allow for Marketing Teams to View and Track their Campagins. The Measures included Performance Trackers, GMV and CPAT variables.
- Supervised ML jobs and packages for customer behaviour predictions.
Senior Business Intelligence Developer - Decklaration - May 2020 - Dec 2020
- Development of Power BI Dashboards using Dax, Data Connectors and Data Pipelines in python
MUHAMMAD YASIR
Senior Data Engineer • Lahore, Pakistan • [email protected] • +923351438303
I am an Electrical Engineer turned Data Engineer who loves to extract Meaning out of Raw, Un-clean and Un-formatted Data, for the end user to run their reports.
Skills
DBMS
MS SQL Server - MySql - PostgreSQL - Mongo DB, Appache Cassandra
BI Stack
SSAS - SSRS - SSIS - Dax-Studio
Data Visualisation
Tableau - Power BI - Matplotlib - Searborn - Plotly-
ETLs
Pymongo - Pyodbc, Pentaho
Data Streaming
Apache Kafka , Apache Airflow
Others
Excel : VBA, Macros, Pivot tables
Education
Lahore University of Management Sciences :
BS Electrical Engineering, 2013 -2017
Udacity :
Intro to Machine Learning Using Pytorch
Nanodegree Program, June 2020 - August 2020
Projects
Data-Visualization-on-GHCN-Weather-Reports
Visualisations on GHCN's weather data using Matplotlib to observe Temperature Variations in Ann Arbor Michigan.
Identifying-Customer-Segments-an-Unsupervised-Learning-Approach
Clustering Techniques using Sickit learn to Identify Customer Segmentation for a german mail order sales company.
Finding-Donors-For-CharityML
Supervised Learning Algorithms to classify potentials donors to a Charity.
Image-Classification-using-Deep-Learning-in-Pytorch
Using Vgg-16 to train an image classifier to recognise different species of flowers.
Hypothesis-Testing-Using-Pandas-and-SciPy
Using SciPy T-Test to test whether university Town mean pricing is less affected by a recession.
Computer-Vision-Haar-Classifiers
Face Detection on Newspaper Articles using Haar-Cascade Classifiers.
Work Experience
Senior Data/Analytics Engineer- SSI - March 2023 - Present
- Development of Serverless/AWS lambda jobs and api endpoints to serve realtime data to end users.
- Stored Procedures and Ingestion pipelines written for Singlestore db for Big Data Migration.
Senior Business Intelligence Developer - Jeeny - Dec 2020 - Feb 2023
- Development of custom Pythonic ETL pipelines to fetch data from Mongodb clusters, Bigquery and Mysql dbs.
- Developed a Campagin Management Cube using Dax Studio and SSAS module to allow for Marketing Teams to View and Track their Campagins. The Measures included Performance Trackers, GMV and CPAT variables.
- Supervised ML jobs and packages for customer behaviour predictions.
Senior Business Intelligence Developer - Decklaration - May 2020 - Dec 2020
- Development of Power BI Dashboards using Dax, Data Connectors and Data Pipelines in python